Tutorials

In-depth guides for advanced SDK workflows.

Tutorial	What you'll do
Video Sources	Connect USB cameras, RTSP streams, and video files as pipeline inputs.
Run Inference in Python	Build a Python application that reads inference results frame by frame.
Measure Accuracy	Run a model against a validation dataset and get mAP or top-1 accuracy scores.
Deploy Custom Weights	Use your own trained weights with a Model Zoo architecture.
Cascaded Pipelines	Chain two models together — run a classifier on regions detected by a detector.
Custom Model Architecture	Deploy a completely new model architecture with a custom decoder and dataset adapter.